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Having pushed a little the analysis following the loss of many data, I realized that there were spaces (or -) included at the beginning or end of annotation empeding a correct tokenization and the associated labeling.
How to reproduce the behaviour
I can't share the data because its confidential but some entities simply aren't written when using that function over documents!
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